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题名

Estimating the Roles of Protonation and Electronic Polarization in Absolute Binding Affinity Simulations

作者
发表日期
2021-03-25
DOI
发表期刊
ISSN
1549-9618
卷号17期号:4页码:2541-2555
摘要

Accurate prediction of binding free energies is critical to streamlining the drug development and protein design process. With the advent of GPU acceleration, absolute alchemical methods, which simulate the removal of ligand electrostatics and van der Waals interactions with the protein, have become routinely accessible and provide a physically rigorous approach that enables full consideration of flexibility and solvent interaction. However, standard explicit solvent simulations are unable to model protonation or electronic polarization changes upon ligand transfer from water to the protein interior, leading to inaccurate prediction of binding affinities for charged molecules. Here, we perform extensive simulation totaling ∼540 μs to benchmark the impact of modeling conditions on predictive accuracy for absolute alchemical simulations. Binding to urokinase plasminogen activator (UPA), a protein frequently overexpressed in metastatic tumors, is evaluated for a set of 10 inhibitors with extended flexibility, highly charged character, and titratable properties. We demonstrate that the alchemical simulations can be adapted to utilize the MBAR/PBSA method to improve the accuracy upon incorporating electronic polarization, highlighting the importance of polarization in alchemical simulations of binding affinities. Comparison of binding energy prediction at various protonation states indicates that proper electrostatic setup is also crucial in binding affinity prediction of charged systems, prompting us to propose an alternative binding mode with protonated ligand phenol and Hid-46 at the binding site, a testable hypothesis for future experimental validation.

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WOS:000640652000045
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被引频次[WOS]:10
成果类型期刊论文
条目标识符http://sustech.caswiz.com/handle/2SGJ60CL/226838
专题南方科技大学
冷冻电镜中心
作者单位
1.University of California, Irvine,California92697 (USA)
2.Cryo-EM Center, Southern University of Science and Technology, Shenzhen, Guangdong 518055, China
推荐引用方式
GB/T 7714
Edward,King,Ruxi,Qi,Han,Li,et al. Estimating the Roles of Protonation and Electronic Polarization in Absolute Binding Affinity Simulations[J]. Journal of Chemical Theory and Computation,2021,17(4):2541-2555.
APA
Edward,King,Ruxi,Qi,Han,Li,Ray,Luo,&Erick,Aitchison.(2021).Estimating the Roles of Protonation and Electronic Polarization in Absolute Binding Affinity Simulations.Journal of Chemical Theory and Computation,17(4),2541-2555.
MLA
Edward,King,et al."Estimating the Roles of Protonation and Electronic Polarization in Absolute Binding Affinity Simulations".Journal of Chemical Theory and Computation 17.4(2021):2541-2555.
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